Copertina

Machine Learning Modeling of Charge-Density-Wave Recovery After Laser Melting

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Bakshi, Sankha Subhra, Fan, Yunhao, Chern, Gia-Wei
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Strongly Correlated Electrons
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Emergent Spatial Textures from Interaction Quenches in the Hubbard Model
di: Bakshi, Sankha Subhra, et al.
Pubblicazione: (2026)

Pseudospin Formulation of Quench Dynamics in the Semiclassical Holstein Model
di: Yang, Lingyu, et al.
Pubblicazione: (2026)

Photo-Induced Enhancement of Critical Temperature in a Phase Competing Spin-Fermion System
di: Bakshi, Sankha Subhra
Pubblicazione: (2025)

Schwinger-Boson Mean-Field Study of the Anisotropic Kagome Antiferromagnet
di: Bakshi, Sankha Subhra, et al.
Pubblicazione: (2026)

Nonequilibrium Dynamics of Gating-Induced Resistance Transition in Charge Density Wave Insulators
di: Zhang, Sheng, et al.
Pubblicazione: (2022)

Distinct charge and spin recovery dynamics in a photo-excited Mott insulator
di: Bakshi, Sankha Subhra, et al.
Pubblicazione: (2024)

Dynamics in the nonequilibrium energy landscape of a frustrated Mott insulator
di: Bakshi, Sankha Subhra, et al.
Pubblicazione: (2024)

Enormous enhancement of resistivity in nanostructured electron-phonon systems
di: Bose, Debraj, et al.
Pubblicazione: (2024)

Equivariant Neural Networks for Force-Field Models of Lattice Systems
di: Fan, Yunhao, et al.
Pubblicazione: (2026)

Nonequilibrium dynamics of suppression, revival, and loss of charge order in a laser pumped electron-phonon system
di: Bakshi, Sankha Subhra, et al.
Pubblicazione: (2022)

Graph neural network force fields for adiabatic dynamics of lattice Hamiltonians
di: Fan, Yunhao, et al.
Pubblicazione: (2026)

Machine learning nonequilibrium phase transitions in charge-density wave insulators
di: Fan, Yunhao, et al.
Pubblicazione: (2026)

Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach
di: Fan, Yunhao, et al.
Pubblicazione: (2024)

Machine learning force-field model for kinetic Monte Carlo simulations of itinerant Ising magnets
di: Tyberg, Alexa, et al.
Pubblicazione: (2024)

Machine Learning Force-Field Approach for Itinerant Electron Magnets
di: Zhang, Sheng, et al.
Pubblicazione: (2025)

Machine-learning force-field models for dynamical simulations of metallic magnets
di: Chern, Gia-Wei, et al.
Pubblicazione: (2026)

Machine-learning modeling of magnetization dynamics in quasi-equilibrium and driven metallic spin systems
di: Chern, Gia-Wei, et al.
Pubblicazione: (2026)

Echo State network for coarsening dynamics of charge density waves
di: Dinh, Clement, et al.
Pubblicazione: (2024)

Enhanced coarsening of charge density waves induced by electron correlation: Machine-learning enabled large-scale dynamical simulations
di: Yang, Yang, et al.
Pubblicazione: (2024)

Laser-Induced Charge-Density-Wave Transient Depinning in Chromium
di: Jacques, V., et al.
Pubblicazione: (2016)

Suppressed coarsening after an interaction quench in the Holstein chain
di: Jang, Ho, et al.
Pubblicazione: (2026)

Photo-induced pattern formations and melting of charge-density-wave order
di: Yang, Lingyu, et al.
Pubblicazione: (2024)

Learning Degenerate Manifolds of Frustrated Magnets with Boltzmann Machines
di: Jang, Ho, et al.
Pubblicazione: (2025)

Transformer Learning of Chaotic Collective Dynamics in Many-Body Systems
di: Jang, Ho, et al.
Pubblicazione: (2026)

Anomalous coarsening and nonlinear diffusion of kinks in an one-dimensional quasi-classical Holstein model
di: Jang, Ho, et al.
Pubblicazione: (2025)

Melting of Charge Density Waves in Low Dimensions
di: Shen, Jeremy M., et al.
Pubblicazione: (2025)

Interplay of Charge Density Wave and Magnetism on the Kagomé Lattice
di: Lin, Yu-Han, et al.
Pubblicazione: (2024)

Excitonic Charge Density Waves in Moire Ladders
di: Mellado, Paula, et al.
Pubblicazione: (2025)

Exotic Spin Excitation Continuum in a Weakly Coupled Quantum Chainsaw Antiferromagnet
di: Thennakoon, Asiri, et al.
Pubblicazione: (2026)

Phase-space networks and connectivity of the kagome antiferromagnet
di: Le, Brandon B., et al.
Pubblicazione: (2026)

Energy landscape of the kagome antiferromagnet: Characterization of multiple energy scales
di: Le, Brandon B., et al.
Pubblicazione: (2026)

Electronic glasses from a broken gauge symmetry in disorder-free systems
di: Yang, Lingyu, et al.
Pubblicazione: (2024)

Sliding Charge Density Wave observed through Band Structure
di: Mandal, S., et al.
Pubblicazione: (2026)

Commensurate to Incommensurate Transition of Three Dimensional Charge Density Waves
di: Wang, Hao, et al.
Pubblicazione: (2024)

Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations
di: Ghosh, Supriyo, et al.
Pubblicazione: (2024)

Inter-Layer Correlation of Loop Current Charge Density Wave on the Bilayer Kagomé Lattice
di: Dong, Jin-Wei, et al.
Pubblicazione: (2024)

Optical Manipulation of the Charge Density Wave state in RbV3Sb5
di: Xing, Yuqing, et al.
Pubblicazione: (2023)

Kinetics of Peierls dimerization transition: Machine learning force-field approach
di: Jang, Ho, et al.
Pubblicazione: (2025)

Convolutional neural networks for large-scale dynamical modeling of itinerant magnets
di: Cheng, Xinlun, et al.
Pubblicazione: (2023)

Unconventional Thermophotonic Charge Density Wave
di: Zhou, Cheng-Long, et al.
Pubblicazione: (2024)